PPaperPicks

Zitao Liu

Jinan University, Guangdong Institute of Smart Education, China

25 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0491-307X ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6WWW ×5CIKM ×2IJCAI ×2SIGIR ×2SIGKDD ×2ACL ×1CHI ×1ECAI ×1EMNLP ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Weiqi Luo
×13
Xiangyu Zhao
×9
Mingliang Hou
×8
Teng Guo
×7
Mi Tian
×7
Youheng Bai
×6
Maolin Wang
×5
Wanyu Wang
×5
Xuetao Wei
×4
Xueyi Li
×4
Ying Zheng
×3
Boyu Gao
×3

Papers

  1. A Compress-Expand Framework for Automatic Lesson Plan Generation
    AAAI 2026 ·
    Shuyan Huang
    ,
    Ying Zheng
    ,
    Xiaoli Zeng
    , Zitao Liu
  2. A Frequency-Aware Mixture of Heterogeneous Experts Framework for Knowledge Tracing
    WWW 2026 ·
    Youheng Bai
    ,
    Mingliang Hou
    ,
    Teng Guo
    , Zitao Liu,
    Weiqi Luo
  3. COMA: A Collaborative Multi-Role Agent Framework for Automated Lesson Plan Generation
    WWW 2026 ·
    Xiaoli Zeng
    ,
    Ying Zheng
    ,
    Shuyan Huang
    , Zitao Liu,
    Mi Tian
    ,
    Mingliang Hou
    ,
    Jiaqi Zheng
    ,
    Wenzhou Dou
  4. DiffCL: Difference-Aware Contrastive Learning for Automatic Answer Grading with Multi-Level Semantic Modeling
    ACL 2026 ·
    Lei Chen
    ,
    Boyu Gao
    , Zitao Liu,
    Tingjie Wan
    ,
    Weiqi Luo
  5. Improving Interpretability of Cognitive Diagnosis Models with LLM-based Semantic Augmentation
    SIGIR 2026 ·
    Youheng Bai
    ,
    Jiaqi Zheng
    ,
    Mingliang Hou
    ,
    Teng Guo
    ,
    Mi Tian
    ,
    Xiangyu Zhao
    , Zitao Liu,
    Weiqi Luo
  6. Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment
    AAAI 2026 ·
    Lei Chen
    ,
    Tengteng Cheng
    ,
    Boyu Gao
    , Zitao Liu,
    Weiqi Luo
  7. Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
    ICLR 2025 ·
    Zui Chen
    ,
    Tianqiao Liu
    ,
    Tongqing
    ,
    Mi Tian
    ,
    Weiqi Luo
    , Zitao Liu
  8. Behavior Modeling Space Reconstruction for E-Commerce Search
    WWW 2025 ·
    Yejing Wang
    ,
    Chi Zhang
    ,
    Xiangyu Zhao
    ,
    Qidong Liu
    ,
    Maolin Wang
    ,
    Xuetao Wei
    , Zitao Liu,
    Xing Shi
    ,
    Xudong Yang
    ,
    Ling Zhong
    ,
    Wei Lin
  9. Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
    AAAI 2025 ·
    Mingliang Hou
    ,
    Xueyi Li
    ,
    Teng Guo
    , Zitao Liu,
    Mi Tian
    ,
    Renqiang Luo
    ,
    Weiqi Luo
  10. Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning
    NeurIPS 2025 ·
    Xiao Han
    ,
    Zimo Zhao
    ,
    Wanyu Wang
    ,
    Maolin Wang
    , Zitao Liu,
    Yi Chang
    ,
    Xiangyu Zhao
  11. Denoised Attention and Question-Augmented Representations for Knowledge Tracing
    IJCAI 2025 ·
    Jiwei Deng
    ,
    Youheng Bai
    ,
    Mingliang Hou
    ,
    Teng Guo
    , Zitao Liu,
    Weiqi Luo
  12. Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data
    WWW 2025 ·
    Teng Guo
    ,
    Yu Qin
    ,
    Yubin Xia
    ,
    Mingliang Hou
    , Zitao Liu,
    Feng Xia
    ,
    Weiqi Luo
  13. GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems
    SIGKDD 2025 ·
    Sheng Zhang
    ,
    Maolin Wang
    ,
    Wanyu Wang
    ,
    Jingtong Gao
    ,
    Xiangyu Zhao
    ,
    Yu Yang
    ,
    Xuetao Wei
    , Zitao Liu,
    Tong Xu
  14. Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models
    AAAI 2025 ·
    Youheng Bai
    ,
    Xueyi Li
    , Zitao Liu,
    Yaying Huang
    ,
    Mi Tian
    ,
    Weiqi Luo
  15. SIGMA: Selective Gated Mamba for Sequential Recommendation
    AAAI 2025 ·
    Ziwei Liu
    ,
    Qidong Liu
    ,
    Yejing Wang
    ,
    Wanyu Wang
    ,
    Pengyue Jia
    ,
    Maolin Wang
    , Zitao Liu,
    Yi Chang
    ,
    Xiangyu Zhao
  16. STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation
    SIGIR 2025 ·
    Maolin Wang
    ,
    Sheng Zhang
    ,
    Ruocheng Guo
    ,
    Wanyu Wang
    ,
    Xuetao Wei
    , Zitao Liu,
    Hongzhi Yin
    ,
    Yi Chang
    ,
    Xiangyu Zhao
  17. StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts
    EMNLP 2025 ·
    Dan Zhu
    ,
    Tianqiao Liu
    , Zitao Liu
  18. WasmGuard: Enhancing Web Security through Robust Raw-Binary Detection of WebAssembly Malware
    WWW 2025 ·
    Yuxia Sun
    ,
    Huihong Chen
    ,
    Zhixiao Fu
    ,
    Wenjian Lv
    , Zitao Liu,
    Haolin Liu
  19. What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
    AAAI 2025 ·
    Yiran Ma
    ,
    Zui Chen
    ,
    Tianqiao Liu
    ,
    Mi Tian
    ,
    Zhuo Liu
    , Zitao Liu,
    Weiqi Luo
  20. AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning
    SIGKDD 2024 ·
    Qingsong Wen
    ,
    Jing Liang
    ,
    Carles Sierra
    ,
    Rose Luckin
    ,
    Richard Jiarui Tong
    , Zitao Liu,
    Peng Cui
    ,
    Jiliang Tang
  21. Efficient and Robust Regularized Federated Recommendation
    CIKM 2024 ·
    Langming Liu
    ,
    Wanyu Wang
    ,
    Xiangyu Zhao
    ,
    Zijian Zhang
    ,
    Chunxu Zhang
    ,
    Shanru Lin
    ,
    Yiqi Wang
    ,
    Lixin Zou
    , Zitao Liu,
    Xuetao Wei
    ,
    Hongzhi Yin
    ,
    Qing Li
  22. Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
    IJCAI 2024 ·
    Xueyi Li
    ,
    Youheng Bai
    ,
    Teng Guo
    , Zitao Liu,
    Yaying Huang
    ,
    Xiangyu Zhao
    ,
    Feng Xia
    ,
    Weiqi Luo
    ,
    Jian Weng
  23. Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation
    ECAI 2024 ·
    Xueyi Li
    ,
    Youheng Bai
    ,
    Teng Guo
    ,
    Ying Zheng
    ,
    Mingliang Hou
    ,
    Bojun Zhan
    ,
    Yaying Huang
    , Zitao Liu,
    Boyu Gao
    ,
    Weiqi Luo
  24. Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations
    CIKM 2024 ·
    Jiahao Chen
    , Zitao Liu,
    Mingliang Hou
    ,
    Xiangyu Zhao
    ,
    Weiqi Luo
  25. WieldingCanvas: Interactive Sketch Canvases for Freehand Drawing in VR
    CHI 2024 ·
    Xiaohui Tan
    ,
    Zhenxuan He
    ,
    Can Liu
    ,
    Mingming Fan
    ,
    Tianren Luo
    , Zitao Liu,
    Mi Tian
    ,
    Teng Han
    ,
    Feng Tian